Journal of Korean Tunnelling and Underground Space Association (한국터널지하공간학회 논문집)

Korean Tunnelling and Underground Space Association (한국터널지하공간학회)
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Non-contact mobile inspection system for tunnels: a review

터널의 비접촉 이동식 상태점검 장비: 리뷰

  • Chulhee Lee (Dept. of Geotechnical Engineering Research, Korea Institute of Civil Engineering and Building Technology) ;
  • Donggyou Kim (Dept. of Geotechnical Engineering Research, Korea Institute of Civil Engineering and Building Technology)
  • 이철희 (한국건설기술연구원 지반연구본부) ;
  • 김동규 (한국건설기술연구원 지반연구본부)
  • Received : 2023.05.02
  • Accepted : 2023.05.18
  • Published : 2023.05.31
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Abstract

The purpose of this paper is to examine the most recent tunnel scanning systems to obtain insights for the development of non-contact mobile inspection system. Tunnel scanning systems are mostly being developed by adapting two main technologies, namely laser scanning and image scanning systems. Laser scanning system has the advantage of accurately recreating the geometric characteristics of tunnel linings from point cloud. On the other hand, image scanning system employs computer vision to effortlessly identify damage, such as fine cracks and leaks on the tunnel lining surface. The analysis suggests that image scanning system is more suitable for detecting damage on tunnel linings. A camera-based tunnel scanning system under development should include components such as lighting, data storage, power supply, and image-capturing controller synchronized with vehicle speed.

본 논문의 목적은 국내외 터널 스캐닝 시스템들을 분석하여 비접촉 이동식 상태점검 장비 개발에 대한 시사점을 도출하기 위한 것이다. 국내외 터널 스캐닝 시스템은 레이저 스캔과 이미지 스캔의 두 가지 기술로 개발되고 있다. 레이저 스캐닝 장비는 포인트 클라우드로부터 터널 라이닝의 기하하적 특성을 재현하는데 장점이 있다. 이미지 스캐닝 장비는 컴퓨터 비전을 활용하여 터널 라이닝 표면의 미세한 균열, 누수 등 손상 검출이 용이하다. 터널 라이닝의 손상 검출을 위해서는 이미지 스캐닝 장비가 더 적합할 것으로 분석되었다. 향후 개발 예정인 카메라 기반의 터널 스캐닝 시스템은 조명, 저장장치, 전원 공급 장치 및 차량 주행 속도 동기화 제어 장치로 구성되어야 할 것이다.

Keywords

Acknowledgement

본 연구는 국토교통과학기술진흥원의 기반시설 첨단관리(Total care) 기술개발사업(RS-2022-00142566)의 지원으로 수행되었습니다. 이에 감사드립니다.

References

  1. Alidoost, F., Austen, G., Hahn, M. (2022), "A multi-camera mobile system for tunnel inspection", Coors et al. (ed.) iCity. Transformative Research for the Livable, Intelligent, and Sustainable City, Springer, pp. 211-224.
  2. Amberg (2023), IMS5000 Tunnel Scanning System of AMBERG, https://ambergtechnologies.com (February 7, 2023).
  3. Attard, L., Debono, C.J., Valentino, G., Castro, M. (2018), "Tunnel inspection using photogrammetric techniques and image processing: a review", ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 144, pp. 180-188. https://doi.org/10.1016/j.isprsjprs.2018.07.010
  4. Bae, S.J., Jung, W., Chamrith, S., Kim, C.J., Kim, Y.M., Hong, S.H., Kim, J.G., Kim, J.Y. (2021), "Performance evaluation method of tunnel scanner for lining crack detection", Journal of the Society of Disaster Information, Vol. 17, No. 1, pp. 39-52. https://doi.org/10.15683/KOSDI.2021.3.31.039
  5. Balaguer, C., Montero, R., Victores, J.G., Martinez, S., Jardon, A. (2014), "Towards fully automated tunnel inspection: a survey and future trends", Proceedings of the 31st ISARC, Sydney, Australia, pp. 19-33.
  6. Chapman, M.A., Min, C., Zhang, D. (2016), "Continuous mapping of tunnel walls in a GNSS-denied environment", Proceedings of the International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, Prague, Czech Republic, Vol. 41, pp. 481-485.
  7. Chen, H.M., Ulianov, C., Shaltout, R. (2015), "3D laser scanning technique for the inspection and monitoring of railway tunnels", Transport Problems, Vol. 10, pp. 73-84. https://doi.org/10.21307/tp-2015-063
  8. CNT 887 (2020), Construction New Technology, https://www.kaia.re.kr/portal/newtec/comparelist.do (February 7, 2023).
  9. CNT 898 (2020), Construction New Technology, https://www.kaia.re.kr/portal/newtec/comparelist.do (February 7, 2023).
  10. CNT 935 (2022), Construction New Technology, https://www.kaia.re.kr/portal/newtec/comparelist.do (February 7, 2023).
  11. Cui, H., Ren, X., Mao, Q., Hu, Q., Wnag, W. (2019), "Shield subway tunnel deformation detection based on mobile laser scanning", Automation in Construction, Vol. 106, 102889.
  12. Du, L., Zhong, R., Sun, H., Zhu, Q., Zhang, Z. (2018), "Study of the integration of the CNU-TS-1 mobile tunnel monitoring system", Sensors, Vol. 18, No. 2, 420.
  13. Gavilan, M., Sanchez, F., Ramos, J.A., Marcos, O. (2013), "Mobile inspection system for high-resolution assessment of tunnels", Proceedings of the 6th International Conference on Structural Health Monitoring of Intelligent Infrastructure, Hong Kong, China.
  14. Han, S.H., Cho, H.S., Kim, S.M., Jung, J.H., Heo, J. (2013), "Automated and efficient method for extraction of tunnel cross sections using terrestrial laser scanned data", Journal of Computing in Civil Engineering, Vol. 27, No. 3, pp. 274-281. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000211
  15. Han, S.H., Cho, S.H., Kim, S.M., Heo, J., Sohn, H.G., You, K.H. (2010), "Developing a method of processing terrestrial laser scan data for efficient extraction of tunnel cross sections", Journal of Korean Tunnelling and Underground Space Association, Vol. 12, No. 3, pp. 239-245. https://doi.org/10.9711/KTAJ.2010.12.3.239
  16. Hi-Rail (2023), Track Moving 3D Laser Measurement System (rMMS), http://www.hirail.cn/product_detail/id/7.html (February 7, 2023).
  17. Huang, Z., Zhang, C.L., Fu, H.L., Ma, S.K., Fan, X.D. (2021), "Machine inspection equipment for tunnels: a review", Journal of Highway and Transportation Research and Development, Vol. 15, No. 2, pp. 40-53. https://doi.org/10.1061/JHTRCQ.0000774
  18. Ji, C., Sun, H., Zhong, R., Sun, M., Li, J., Lu, Y. (2023), "Deformation detection of mining tunnel based on automatic target recognition", Remote Sensing, Vol. 15, No. 2, 307.
  19. Jiang, Y., Zhang, X., Taniguchi, T. (2019), "Quantitative condition inspection and assessment of tunnel lining", Automation in Construction, Vol. 102, pp. 258-269. https://doi.org/10.1016/j.autcon.2019.03.001
  20. Kang, Z., Tuo, L., Zlatanovab, S. (2012), "Continuously deformation monitoring of subway tunnel based on terrestrial point clouds", Proceedings of the XXII ISPRS Congress, Melbourne, Australia, Vol. XXXIX, pp. 199-203.
  21. Kawahara, S., Doi, H., Shirato, M., Kajifusa, N., Kutsukake, T. (2014), Investigation of the tunnel ceiling collapse in the central expressway in Japan, Proceedings of the TRB 93rd Annual Meeting, Washington D.C., TRB Paper Manuscript #14-2559.
  22. Kim, I.S., Lee, C.H. (2018), "Development of video shooting system and technique enabling detection of micro cracks in the tunnel lining while driving", Journal of the Korean Society of Hazard Mitigation, Vol. 18, No. 5, pp. 217-229. https://doi.org/10.9798/KOSHAM.2018.18.5.217
  23. Kim, I.S., Lim, S.B. (2007), "A study on 3D section profiling surveying in tunnel excavation using a laser scanner", KSCE Journal of Civil and Environmental Engineering Research, Vol. 27, No. 4D, pp. 541-546.
  24. Ko, B.S., Son, Y.K., Shin, D.I., Kim, B.H., Han, C.S. (2004), "Development of inspection system for crack on the lining of concrete tunnel", Journal of Institute of Control, Robotics and Systems, Vol. 10, No. 1, pp. 66-72.
  25. Lee, K.H., Heo, I.W., Kim, D.H., Lee, I.M. (2011), "The construction management of tunnel using 3D laser scanner", Journal of Korean Tunnelling and Underground Space Association, Vol. 13, No. 3, pp. 159-176. https://doi.org/10.9711/KTAJ.2011.13.3.159
  26. Lee, G.P., Lim, H.J., Kim, J.H. (2020), "Availability evaluation of automatic inspection equipment using line scan camera for concrete lining", Journal of Korean Tunnelling and Underground Space Association, Vol. 22, No. 6, pp. 643-653. https://doi.org/10.9711/KTAJ.2020.22.6.643
  27. Lee, J.O., Yun, B.Y. (2007), "Tunnel convergence and crown settlement using 3D laser scanning", Journal of Korean Society for Geospatial Information Science, Vol. 15, No. 2, pp. 67-75.
  28. Lee, T.H., Park, J.T., Lee, S.H., Park, S.Z. (2022), "Performance of feature-based stitching algorithms for multiple images captured by tunnel scanning system", Journal of The Korea Institute for Structural Maintenance and Inspection, Vol. 26, No. 5, pp. 30-42. https://doi.org/10.11112/JKSMI.2022.26.5.30
  29. Leica Geosystem (2023), SiTrack One Mobile Track Scanning System, https://www.ltrade.com.ua/product/leica-sitrackone/ (February 7, 2023).
  30. Li, J., Wan, Y., Gao, X. (2012), "A new approach for subway tunnel deformation monitoring: high-resolution terrestrial laser scanning", Proceedings of the XXII ISPRS Congress, Melbourne, Australia, Vol. XXXIX-B5, pp. 223-228.
  31. Martinez-Carricondo, P., Aguera-Vega, F., Carvajal-Ramirez, F., Mesas-Carrascosa, F.J., Garcia-Ferrer, A., Perez-Porras, F.J. (2018), "Assessment of UAV-photogrammetric mapping accuracy based on variation of ground control points", International Journal of Applied Earth Observation and Geoinformation, Vol. 72, pp. 1-10. https://doi.org/10.1016/j.jag.2018.05.015
  32. Montero, R., Victores, J.G., Martinez, S., Jardon, A., Balaguer, C. (2015), "Past, present and future of robotic tunnel inspection", Automation in Construction, Vol. 59, pp. 99-112. https://doi.org/10.1016/j.autcon.2015.02.003
  33. NETIS (2023), New Technology Information System, https://www.netis.mlit.go.jp/netis/ (February 7, 2023).
  34. NTSB (2006), Ceiling collapse in the interstate 90 connector tunnel, National Transportation Safety Board, Boston, Massachusetts, USA.
  35. O'Neill, B. (2020), Terrestrial Laser Scanners (TLS): Guide and Product Selection, https://www.aniwaa.com/buyers-guide/3d-scanners/terrestrial-laser-scanners-long-range/ (February 7, 2023).
  36. Panella, F., Roecklinger, N., Vojnovic, L., Loo, Y., Boehm, J., (2020), "Cost-benefit analysis of rail tunnel inspection for photogrammetry and laser scanning", Proceedings of the International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, pp. 1137-1144.
  37. Park, H.S. (2013), "Performance analysis of the tunnel inspection system using high speed camera", Journal of Korean Institute of Information Technology, Vol. 11, No. 4, pp. 1-6.
  38. RICON (2021), Framework and implication of NETIS (New Technology Information System) in Japan, Korea Research Institute for Construction Policy, Korea.
  39. Roh, T.H., Kim, J.S., Lee, Y.D. (2008), "Development of cross section management system in tunnel using terrestrial laser scanning data", Journal of the Korean Association of Geographic Information Studies, Vol. 11, No. 1, pp. 90-104.
  40. Sagong, M., Moon, C.Y., Lee, J.S., Hwang, S.K., Kim, B.H. (2006), "Development of a 3D laser scanner based tunnel scanner", Journal of Korean Tunnelling and Underground Space Association, Vol. 8, No. 4, pp. 377-388.
  41. Sagong, M., Koh, T.H., Chun, B., Lee, B., Byun, Y. (2012), "Application of the image and laser sensors based tunnel scanning system", Viggiani et al. (ed.) Geotechnical Aspects of Underground Construction in Soft Ground, Taylor & Francis Group, pp. 105-109.
  42. Seo, D.J., Lee, J.C., Lee, Y.D., Lee, Y.H., Mun, D.Y. (2008), "Development of cross section management system in tunnel using terrestrial laser scanning technique", International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. 37, No. B5, pp. 573-582.
  43. Spacetec (2023), TS-3 Three Channels Scanner, https://www.spacetec.de/en/products/ts3/ (February 7, 2023).
  44. Stalowska, P., Suchocki, C., Rutkowska, M. (2022), "Crack detection in building walls based on geometric and radiometric point cloud information", Automation in Construction, Vol. 134, 104065.
  45. Sun, H., Xu, Z., Yao, L., Zhong, R., Du, L., Wu, H. (2020), "Tunnel monitoring and measuring system using mobile laser scanning: design and deployment", Remote Sensing, Vol. 12, No. 4, 730.
  46. Tabrizi, K., Celaya, M., Miller, B.S., Wittwer, A., Ruzzi, L. (2017), "Damage assessment of tunnel lining by mobile laser scanning: Pittsburgh, Pennsylvania, Implementation Phase of FHWA SHRP 2 R06G Project", Transportation Research Record, Vol. 2642, No. 1, pp. 166-179. https://doi.org/10.3141/2642-18
  47. Ukai, M. (2007), "Advanced inspection system of tunnel wall deformation using image processing", Quarterly Report of RTRI, Vol. 48, No. 2, pp. 94-98. https://doi.org/10.2219/rtriqr.48.94
  48. Van Gosliga, R., Lindenbergh, R., Pfeifer, N. (2006), "Deformation analysis of a bored tunnel by means of terrestrial laser scanning", Proceedings of the International Archives of Photogrammetry, Remote Sensing and Spatial Information Systems, Dresden, Germany, Vol. XXXVI, pp. 25-27.
  49. Wang, H., Wang, Q., Zhai, J., Yuan, D., Zhang, W., Xie, X., Zhou, B., Cai, J., Lei, Y. (2022), "Design of fast acquisition system and analysis of geometric feature for highway tunnel lining cracks based on machine vision", Applied Sciences, Vol. 12, No. 5, 2516.
  50. Wang, W., Zhao, W., Huang, L., Vimarlund, V., Wang, Z. (2014), "Applications of terrestrial laser scanning for tunnels: a review", Journal of Traffic and Transportation Engineering, Vol. 1, No. 5, pp. 325-337.
  51. Xu, L., Gong, J., Na, J., Yang, Y., Tan, Z., Pfeifer, N., Zheng, S. (2022), "Shield tunnel convergence diameter detection based on self-driven mobile laser scanning", Remote Sensing, Vol. 14, No. 3, 767.
  52. Yasuda, T., Yamamoto, H., Enomoto, M., Nitta, Y. (2020), "Smart tunnel inspection and assessment using mobile inspection vehicle, non-contact radar and AI", Proceedings of the 37th International Symposium on Automation and Robotics in Construction: From Demonstration to Practical Use To New Stage of Construction Robot, ISARC 2020, Kitakyushu, Japan, pp. 1373-1379.
  53. Yasuda, T., Yamamoto, H., Shigeta, Y. (2016), "Tunnel inspection system by using high-speed mobile 3D survey vehicle: MIMM-R", Journal of Robotics Society of Japan, Vol. 34, No. 9, pp. 589-590.
  54. Yoon, J.S., Sagong, M., Lee, J.S., Lee, K.S. (2007), "A detection algorithm for the installations and damages on a tunnel liner using the laser scanning data", Journal of Korean Tunnelling and Underground Space Association, Vol. 9, No. 1, pp. 19-28.
  55. Yoon, J.S., Sagong, M., Lee, J.S., Lee, K.S. (2009), "Feature extraction of a concrete tunnel liner from 3D laser scanning data", NDT & E International, Vol. 42, No. 2, pp. 97-105. https://doi.org/10.1016/j.ndteint.2008.10.001
  56. Yoon, T.G., Lee, S. (2008), "A study for tunnel management system development using a tunnel scanner", Journal of the Korea Institute for Structural Maintenance and Inspection, Vol. 12, No. 3, pp. 183-190.  https://doi.org/10.11112/JKSMI.2008.12.3.183
  57. Yu, S.N., Jang, J.H., Han, C.S. (2007), "Auto inspection system using a mobile robot for detecting concrete cracks in a tunnel", Automation in Construction, Vol. 16, No. 3, pp. 255-261. https://doi.org/10.1016/j.autcon.2006.05.003
  58. Zhan, D., Yu, L., Xiao, J., Chen, T. (2015), "Multi camera and structured light vision system (MSVS) for dynamic high accuracy 3D measurements of railway tunnels", Sensors, Vol. 15, No. 4, pp. 8664-8684.  https://doi.org/10.3390/s150408664